How Jiacheng Guo launched AQuA on X
719K views, ranked 957 of the 1981 launches we track. Reach and saves both sit close to where the rest of this list sits.
0:48
AI research is becoming recursive. Quant research is next. Introducing AQuA 🌊 — recursive self-improvement for quantitative research, powered by GPT-5.6 Sol. Discover factors. Train models. Learn from experiments. Repeat. 🎥👇
How it compares
A launch means nothing against no one. These are the launches it is actually comparable to, and where this one sits among them.
| Compared with | Launches | Median views | This one | Rank |
|---|---|---|---|---|
| Product release the same kind of announcement | 954 | 692K | 1.0x | 464 |
| under 5K followers accounts of a similar size | 627 | 227K | 3.2x | 159 |
| Every launch all of them, for scale | 1981 | 688K | 1.0x | 957 |
What this launch shows
The post went out from an account with 490 followers. It was seen 1467.9 times over. For under 5K followers the median reach is 161.4 times the following.
This launch beat that by 9.1 times. It ranks 159 of 627 launches from accounts that size. Against every launch in the directory it sits at 1 times the median of 688K views.
Quote posts led, 74 of them at 1 per 10,000 views against a median of 1.3. People were adding their own take, which is how a launch gets argued about and carried into audiences the account does not have.
Bookmarks: 125. Reposts: 133. One bookmark for every 5.5 likes is a low ratio for a launch, and reads as entertainment more than intent.
It starts “AI research is becoming recursive”. It carries a 48-second video against a directory median of 65 seconds.
Videos between 30 and 90 seconds have a median of 603K views in the directory. The copy runs 33 words, about the usual length for a launch post here, where the median is 41.
The body carries a link, so the post had somewhere to send the reader and paid a little reach for it. It went out on a Friday. Launches posted on a Friday have a median of 880K views in the directory, which makes it the strongest day.
Launching a product on X from a small account covers this: an account with 490 followers has to earn every view from outside its own following. For the next one, read X analytics explained: what each of these numbers means, with benchmarks by account size.
Questions about this launch
When did Jiacheng Guo launch AQuA?
Jiacheng Guo posted the launch on X on 14 August 2026.
How many views did the AQuA launch post get?
719,260 views at the last read, ranked 957 of the 1981 AI launches Doomers tracks.
Who posted the AQuA launch?
@JiachengGu50887, which has 490 followers.
Planning something like this?
We run launches on X for AI companies, with creators who already hold the audience you want reaching.